Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/4504#discussion_r25232681
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/Tokenizer.scala 
---
    @@ -39,3 +39,66 @@ class Tokenizer extends UnaryTransformer[String, 
Seq[String], Tokenizer] {
     
       override protected def outputDataType: DataType = new 
ArrayType(StringType, false)
     }
    +
    +
    +/**
    + * :: AlphaComponent ::
    + * A regex based tokenizer that extracts tokens using a regex.
    --- End diff --
    
    From the doc, it is not clear to me whether I should specify groups to 
extract in the regex or it repeatedly matches the entire regex.


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